Relationship between gray matter volume and cognitive learning in CIS patients on disease-modifying treatment

Tomas Uher, Ralph H B Benedict, Dana Horakova, Niels Bergsland, Jana Blahova Dusankova, Michaela Tyblova, Deepa P. Ramasamy, Zdenek Seidl, Manuela Vaneckova, Jan Krasensky, Eva Havrdova, Robert Zivadinov

Research output: Contribution to journalArticlepeer-review


Background Repeated administration of Paced Auditory Serial Addition Test (PASAT) results in a considerable learning effect in short- or long-term follow-up studies. However, the relationship between PASAT learning and changes in magnetic resonance imaging (MRI) parameters is yet to be investigated. Objectives The aim of this study is to determine if change in brain MRI metrics predicts evolution of PASAT in high functioning clinically isolated syndrome (CIS) patients on disease-modifying treatment (DMT).

Methods This prospective 48-month observational study examined 128 CIS patients treated with 30 μg of intramuscular interferon beta-1a once a week. The correlation between PASAT and MRI measures was assessed at baseline, at 6 months and then annually over the 48-month follow up. Linear mixed model analysis adjusted for age, gender, education and DMT was used to model the temporal association between MRI measures and PASAT performance.

Results MRI revealed 2.5% gray matter (GM) volume loss and 4.3 point increase in PASAT score over 48 months. MS patients evidenced significantly greater PASAT score absolute change, had lower loss of GM volume (p =.008) but not significant change in cortical (p =.061), white matter (p =.086) or whole brain volumes (p =.879).

Conclusions The present study reveals a significant relationship between higher PASAT learning effect and less GM atrophy in CIS patients on DMT. These findings suggest that change in PASAT associated more with GM than WM pathology, and that treatment strategies oriented toward GM volume preservation may play an important role in prevention of cognitive deterioration in CIS patients.

Original languageEnglish
Pages (from-to)229-234
Number of pages6
JournalJournal of the Neurological Sciences
Issue number1-2
Publication statusPublished - Dec 15 2014


  • Clinically isolated syndrome
  • Cognition
  • Gray matter
  • Learning effect
  • MRI
  • Multiple sclerosis

ASJC Scopus subject areas

  • Clinical Neurology
  • Neurology
  • Medicine(all)


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